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Peter Antal
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Using literature and data to learn Bayesian networks as clinical models of ovarian tumors
P Antal, G Fannes, D Timmerman, Y Moreau, B De Moor
Artificial Intelligence in medicine 30 (3), 257-281, 2004
1332004
Brain galanin system genes interact with life stresses in depression-related phenotypes
G Juhasz, G Hullam, N Eszlari, X Gonda, P Antal, IM Anderson, ...
Proceedings of the National Academy of Sciences 111 (16), E1666-E1673, 2014
1252014
Bayesian applications of belief networks and multilayer perceptrons for ovarian tumor classification with rejection
P Antal, G Fannes, D Timmerman, Y Moreau, B De Moor
Artificial intelligence in medicine 29 (1-2), 39-60, 2003
1002003
Multivariate Analysis of Dopaminergic Gene Variants As Risk Factors of Heroin Dependence
CB Andrea Vereczkei, Zsolt Demetrovics, Peter Antal
PLoS ONE, 2013
962013
Genetic variants in major depressive disorder: from pathophysiology to therapy
X Gonda, P Petschner, N Eszlari, D Baksa, A Edes, P Antal, G Juhasz, ...
Pharmacology & therapeutics 194, 22-43, 2019
892019
Health and aging: unifying concepts, scores, biomarkers and pathways
G Fuellen, L Jansen, AA Cohen, W Luyten, M Gogol, A Simm, N Saul, ...
Aging and disease 10 (4), 883, 2019
862019
Comorbidities in the diseasome are more apparent than real: what Bayesian filtering reveals about the comorbidities of depression
P Marx, P Antal, B Bolgar, G Bagdy, B Deakin, G Juhasz
PLoS computational biology 13 (6), e1005487, 2017
772017
MELLODDY: cross-pharma federated learning at unprecedented scale unlocks benefits in QSAR without compromising proprietary information
W Heyndrickx, L Mervin, T Morawietz, N Sturm, L Friedrich, A Zalewski, ...
Journal of chemical information and modeling 64 (7), 2331-2344, 2023
752023
Evaluation of the vector space representation in text-based gene clustering
P Glenisson, P Antal, J Mathys, Y Moreau, B De Moor
Biocomputing 2003, 391-402, 2002
732002
Additive effects of serotonergic and dopaminergic polymorphisms on trait impulsivity
G Varga, A Szekely, P Antal, P Sarkozy, Z Nemoda, Z Demetrovics, ...
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics 159 …, 2012
702012
Evaluation of a partial genome screening of two asthma susceptibility regions using bayesian network based bayesian multilevel analysis of relevance
I Ungvári, G Hullám, P Antal, PS Kiszel, A Gézsi, É Hadadi, V Virág, ...
PLoS One 7 (3), e33573, 2012
662012
Significance of risk polymorphisms for depression depends on stress exposure
X Gonda, G Hullam, P Antal, N Eszlari, P Petschner, TGM Hökfelt, ...
Scientific reports 8 (1), 3946, 2018
642018
Candidate gene association study in pediatric acute lymphoblastic leukemia evaluated by Bayesian network based Bayesian multilevel analysis of relevance
O Lautner-Csorba, A Gézsi, ÁF Semsei, P Antal, DJ Erdélyi, G Schermann, ...
BMC medical genomics 5, 1-15, 2012
612012
A Bayesian view of challenges in feature selection: feature aggregation, multiple targets, redundancy and interaction
P Antal, A Millinghoffer, G Hullám, C Szalai, A Falus
New Challenges for Feature Selection in Data Mining and Knowledge Discovery …, 2008
612008
ROLES OF GENETIC POLYMORPHISMS IN THE FOLATE PATHWAY IN CHILDHOOD ACUTE LYMPHOBLASTIC LEUKEMIA EVALUATED BY BAYESIAN RELEVANCE AND EFFECT SIZE ANALYSIS
O Lautner-Csorba, A Gézsi, DJ Erdélyi, G Hullám, P Antal, ÁF Semsei, ...
PLoS ONE, 2013
552013
Bayesian networks in ovarian cancer diagnosis: potentials and limitations
P Antal, H Verrelst, D Timmerman, Y Moreau, S Van Huffel, B De Moor, ...
Proceedings 13th IEEE Symposium on Computer-Based Medical Systems. CBMS 2000 …, 2000
512000
Pharmacogenetic analysis of high-dose methotrexate treatment in children with osteosarcoma
M Hegyi, A Arany, AF Semsei, K Csordas, O Eipel, A Gezsi, N Kutszegi, ...
Oncotarget 8 (6), 9388, 2016
492016
Ageing with elegans: a research proposal to map healthspan pathways
W Luyten, P Antal, BP Braeckman, J Bundy, F Cirulli, C Fang-Yen, ...
Biogerontology 17, 771-782, 2016
462016
Variability in the effect of 5-HTTLPR on depression in a large European population: the role of age, symptom profile, type and intensity of life stressors
G Juhasz, X Gonda, G Hullam, N Eszlari, D Kovacs, J Lazary, D Pap, ...
PloS one 10 (3), e0116316, 2015
452015
Industry-scale orchestrated federated learning for drug discovery
M Oldenhof, G Ács, B Pejó, A Schuffenhauer, N Holway, N Sturm, ...
Proceedings of the aaai conference on artificial intelligence 37 (13), 15576 …, 2023
422023
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